AE 266
Syllabus:
Introduction, network topology, learning supervised, unsupervised and reinforced; perception and adaline, back-propagation and multi-layer feed-forward network, radial basis function network, recurrent networks, nonlinear airfoil characterization, online monitoring of manufacturing process, medical diagnosis, data screening.
Text books:
Haykin S., Neural Networks: A Comprehensive Foundation, New Jersey, Prentice Hall Inc., 1999. Current literature.
Instructors:
S. N. Omkar
Offering Dates:
4th week of July to 3rd week of Dec